Evidence map›Paper›PMID 41960259›Full record

ArticleFrontiers in psychology2026

A culture-informed psychological model for elite Chinese mountaineers: an exploratory study and development of a performance-based assessment tool.

Kexiang Yang, Ge Chen, Rong Fan

Abstract read
In one paragraph

Article in Frontiers in psychology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0cells of the map it votes in
0citing papers in PubMed
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1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

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Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

3 authors.

Kexiang YangDepartment of Physical Education, Jeonbuk National University, Jeonju-si, Jeollabuk-do, Republic of Korea.
Ge ChenSchool of Basic Medical Sciences, Shandong University, Jinan, China.
Rong FanCollege of Physical Education, China University of Geosciences (Wuhan), Wuhan, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: The psychological determinants of performance and survival in elite high-altitude mountaineering remain poorly understood, partly due to the difficulty of recruiting substantial samples from this highly specialized population and the limited applicability of Western-derived frameworks to culturally distinct cohorts such as Chinese mountaineers. This study aimed to develop and preliminarily examine a culture-informed psychological model for elite Chinese mountaineers and to establish a performance-based evaluation framework. Materials: Using a cross-sectional exploratory design, 15 psychological indicators were assessed in 84 Chinese mountaineers (53 elite; 31 non-elite) using validated Chinese-language instruments. Independent-samples t-tests were conducted to identify performance-discriminant indicators, and principal component analysis (PCA) was employed to explore the underlying psychological component structure. Results: Elite mountaineers scored significantly higher on 10 indicators, including Perseverance ( Conclusion: As an exploratory model-development study, these findings provide preliminary evidence for a willpower-centered, contextually grounded psychological framework and its discriminative utility, offering a preliminary basis for research and training-oriented psychological profiling in elite high-altitude mountaineering.

Indexed as

Chinese mountaineerselite athletesfour-factor modelhigh-altitude mountaineeringperformance enhancementpsychological assessmentwillpower

Identifiers

PMID41960259
PMCPMC13056870

What Socratic holds

Textmetadata
LicenceCC BY
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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.